Automated method for direct sampling of immune cells from whole blood or other biological samples in microwell plates
The present disclosure provides a method for automatic sampling of immune cells from a biological fluid sample, e.g., whole blood, deposited in a well of a microwell plate. The microwell plate is placed on a shaker having a magnetic adapter including at least one magnet. The magnet causes red blood cells (RBCs) bound to magnetic beads to be attracted to and migrate to a wall of the well. The shaker is then operated to shake the microwell plate such that the immune cells are substantially isolated from the RBCs in a region of the well. A sample probe is then lowered into the region of the well to withdraw a portion of the sample containing the immune cells.
This disclosure relates to a method for direct sampling of cells, such as immune cells (lymphocytes, neutrophils, monocytes, and macrophages, or generally leukocytes or white blood cells (WBCs)), from biological fluid samples which are loaded into the wells of a microwell plate. One particular application for the present method is a direct sampling of immune cells from whole blood samples. The method is also suitable for direct sampling of immune cells from other biological fluid samples which may contain red blood cells (RBCs), such as a cyst fluid sample, amniotic fluid, a bone marrow sample, or a cerebrospinal fluid sample.
The term “microwell plate” is used to refer to a test device format in the form of a flat plate forming an array of many small individual sample-holding wells, typically 6, 12, 24, 48, 96, 384 or more wells per plate, or to refer to a test device format in the form of a test tube array, typically 40 test tubes in an array. The term is sometimes referred to in the art as a “microtiter plate” or “microplate.”
Such microwell plates are typically used in conjunction with a sample processing apparatus, which automatically extracts a portion of the sample from one of the wells and introduces the sample into an analytical instrument, for example a flow cytometer, hematology analyzer, cell sorter, mass spectrometer, etc. which conducts one or more measurements of the extracted sample.
Sampling whole blood with a cytometer for white blood cells (WBCs) analysis is difficult because whole blood tends to clog small flow paths. Also, it is known that populations of WBCs and RBCs are difficult to distinguish on a traditional cytometer. Hence, the art has developed methods for removing RBCs from a whole blood sample. One method, red blood cell (RBC) lysis, uses a buffer solution such as ammonium chloride, which lyses RBCs with minimal effect on leukocytes. The use of traditional RBC lysis methods in microplate format used for whole blood sample processing is labor intensive, it creates RBC debris that can clog the cytometer flow cell, makes the cytometer very dirty, and significantly increases the carryover from one sample to another. Further, the RBC lysis method may cause a loss of data integrity since the hypotonic buffer used in the lysis is not physiological and may affect the normal immune cell activity.
Another method, traditional gradient centrifugation, can be used for purification of WBCs and this method is used for samples in a test tube format, but it is not applicable for a microplate format.
Hence there is a need in the art for a method of automatically sampling immune cells from samples containing RBCs or other biological fluid samples in a microwell plate format.
SUMMARYIn one aspect of this disclosure, a method is provided for automatic sampling of cells, such as immune cells, from a biological fluid sample deposited in a well of a microwell plate, the well having a wall (i.e., a bottom wall or a side wall). The sample contains, for example, (1) RBCs and (2) magnetic beads which are conjugated to antibodies or otherwise designed to bind to RBCs in the sample. The method includes steps of: a) placing the microwell plate on a shaker having a magnetic adapter including a magnet, wherein the magnet causes the RBCs bound to the magnetic beads to be attracted to and migrate to the wall of the well and be held against the wall; b) shaking with the shaker the microwell plate in a manner and for a time period so as to suspend substantially evenly or homogeneously the immune cells in the biological fluid sample within a region of the well but still retain the holding of the RBCs to the wall of the well such that the immune cells are isolated from the RBCs in the region of the well; and c) lowering a sample probe into the well in the region of the well and withdrawing a portion of the sample containing the immune cells from the region.
In another aspect, a shaker system is described in the form of a shaker having a top surface that is configured for shaking a microwell plate in a controlled and programmable manner. The shaker includes a magnetic adapter cooperating with structures on the shaker so as to be removably fitted to the top surface of the shaker. The magnetic adapter is in the form of a substantially flat structure holding an array of individual magnets, and wherein the magnetic adapter is configured to fit onto the top surface of the shaker and be sandwiched between the top surface of the shaker and the microwell plate.
In one configuration, the array of magnets is arranged in the magnetic adapter so as to be in registry with the bottoms of the wells of the microwell plate when the microwell plate is placed on top of the magnetic adapter.
In another configuration, the apparatus includes a control system for the shaker. The control system operates the shaker such that the shaker shakes the microwell plate in a manner and for a time period so as to suspend substantially evenly or homogeneously immune cells in a biological fluid sample within a region of the well but still retain the holding of magnetically bound RBCs to the wall of the well such that the immune cells are substantially isolated from the RBCs in the region of the well.
In yet another aspect, a flow cytometer is provided, which includes a robotic sampling probe, a shaker having a top surface, and a magnetic adapter designed to cooperate with structures on the shaker so as to be removably fitted to the top surface of the shaker. Further, the magnetic adapter has one or more features for holding a microwell plate placed thereon. The magnetic adapter can take the form of a substantially flat structure holding an array of individual magnets and is configured to be sandwiched between the shaker and the microwell plate. The flow cytometer includes a control system for the shaker, configured for shaking the microwell plate in a manner and for a time period so as to suspend substantially evenly or homogeneously cells, such as immune cells, in a biological fluid sample placed in a well of the microwell plate. The immune cells are suspended within a region of the well but still retain the holding of the magnetically bound RBCs to a wall of the well due to one or more of the magnets such that the immune cells are substantially isolated from the RBCs in the region of the well. The flow cytometer also includes analytical instrumentation for counting, sorting or performing other measurements on immune cells withdrawn from a well of the microwell plate, wherein the probe withdraws the immune cells from the well and introduces the immune cells into the instrumentation.
Overview
In one aspect of this disclosure, a method is provided for automatic sampling of cells, such as immune cells, from a biological fluid sample containing red blood cells (RBCs) deposited in a well of a microwell plate. In the following description, the fluid sample is described as whole blood, but as stated previously, the sample can be other biological fluids containing mixed particle populations, such as red blood cells, other cell types, or particles of noninterest, and so on. These fluids can be, for example, amniotic fluid, cerebrospinal fluid, etc.
The methodology is shown in
At step A (
At step B (
Steps A and B can be performed on the laboratory bench, prior to insertion of a microwell plate 100 (
At step C (
In step D (
In step E (
After withdrawal of the WBC sample 17, the sample can be processed in an analytical instrument to which the probe 200 belongs, such as a flow cytometer. The sample is introduced into the analytical instrument, such as a sample introduction port, which conveys the sample to further analytical instrumentation which conducts measurements on the sample.
Shaker and Magnetic Adapter Design
Referring now to
The locating pins 108 can be computer-controlled to move into and out of a gripping position to grip the adapter plate 102. This feature can be important when the shaker 104 is used in an automation mode. In this mode, the software can automatically loosen or tighten the locating pins 108 when a robotic arm removes a microwell plate 100 from the shaker 104 and/or puts a new microwell plate on the shaker. When the magnetic adapter design includes a magnetic shield 302 (see the discussion of
One possible configuration of the adapter plate 102 and magnets 120 is shown in an exploded view in
The shaker 104 typically is configured with a home position sensor, which can take the form of, for example, a hall-effect sensor. The presence of the magnets on the adapter plate 102 immediately above the shaker 104 produces a magnetic field which can interfere with the operation of the home position sensor in the shaker. To ameliorate this, in one optional embodiment, a ferromagnetic shield 302 (
Flow Cytometer with Direct Sampling of Immune Cells from Whole Blood Samples in Microwell Plate (
An example of a system in which the present method can be performed is shown in
The flow cytometer 400 also includes analytical instrumentation for conducting flow cytometry on the immune cells withdrawn from a well of the microwell plate 100, located behind the panels of the flow cytometer shown in
The flow cytometer 400 includes a loading station 404 (
In accordance with the method of
At step D of
In step E of
Software Operations
The operation of the shaking and sampling modes of
Module Detection and RBC Pull Down
In
Automated Optimal Shaking
The software for the flow cytometer automatically adopts a specific whole blood sample module (operating mode) with a specific sample acquisition template. The software then sets a specific shaking speed to suspend the WBCs only, but not the RBCs which remain bound to the bottom or side wall of the well.
For the shaking speed range, in order to maintain the intact layer of RBCs pulled down by magnetic beads while keeping the WBCs homogenously distributed in the top clear liquid within the sample well, the shaking speed range on a BioShake® 3000 is between 100 rpm and 1500 rpm. Above 1500 rpm, the RBCs attached with magnetic beads start to get lifted into the top clear liquid containing WBCs. This maximum speed can be experimentally determined, for example, by observation of the top liquid color and when it changes color from yellow to reddish as the speed is increased. For example, once above 1500 rpm, the top liquid color starts to change from yellowish to reddish or fully red.
Further, the shaking speed range is related to the magnetic or paramagnetic beads materials placed in the biological fluid sample and the magnetic field strength. The reagent with magnetic beads used for proof-of-concept in the present disclosure has nano-magnetic beads (Iron oxide, Fe3O4) with estimated size between 20-500 nm (diameter). The magnetic beads were conjugated with anti-human CD235 antibody in order to bind to the CD235 molecule expressed on the cell surface of the human RBCs only. Once the magnetic field was present below the well (due to the magnets of the adapter plate), the RBCs bound with the magnetic beads were pulled down to the well bottom.
In general, the optimal shaking speed may also be determined by the eccentricity or amplitude of the shaker itself, and thus the optimal speed of rotation of the shaker may depend on this factor as well.
Automated Acquisition
The software of the flow cytometer operating in the whole blood sample mode will guide the sampling probe to descend such that the tip of the probe is into the top liquid layer of the well with WBCs suspended substantially evenly or homogeneously therein, without touching or disturbing the RBCs at the bottom of the well. See
Automated Analysis
After the sample probe 200 has sampled the wells of the microwell plate the sample is introduced into flow cytometer instrumentation per se, which is part of the instrument 400 of
Further details on the flow cytometer and sampling arrangement of
Additional Optional Features
The whole blood sample module software ensures that the magnetic adapter 102 is installed correctly on the shaker 104, and when that is verified, locks down the shaking and sampling protocol to appropriate values. Additional cleaning can be automated in the software sampling protocol. The module can also enable specific and automated analysis if marker or counting beads are present. Further, the module can also detect RBCs contamination in the sample, indicating a potential problem with the assay.
In one configuration it is possible to provide a pierceable seal or membrane covering the wells of the microwell plate (e.g., Excel Scientific X-Pierce™ plate seal) that increases biosafety by preventing contamination and spillover in accidents. This is especially important for blood samples which may potentially carry unknown pathogen(s). The seal is applied to the microwell plate after the reagents, such as dyes, and magnetic beads are added to the sample and before the plate is placed on the shaker and magnetic adapter.
In another configuration it is possible to provide in-well marker beads. Such beads can be used for sample well identification (well-ID) for samples with few WBCs due to specific conditions. It is also possible to provide in-well counting beads. Such beads allow for accurately calculating WBC concentration based on the counts of in-well counting beads. Such beads can be added in preliminary step A, off-line on a table top; or they can be part of the reagents which are present in the rinse station 406 of
Specific assay microwell plates are contemplated for use with whole blood samples, and particularly those that have smaller volumes that is typical for a 96 well plate. This well geometry increases the top layer height with the same volume of sample for easy probe access, minimizes the use of sample/reagent, and reduces the risk of RBC contamination in the sample.
ALTERNATIVE EMBODIMENTS1. As explained in conjunction with
2. A second alternative method to separate cells is by using hollow or buoyant particles conjugated with molecules of interest, such as antibodies or affimers which can bind to and float any specific cell population to a top surface of the liquid sample in the assay well. For example, it can be possible to float the RBCs to the top of the well, and sample from the lower or middle regions of the well to draw WBCs into the probe. In accordance with this design, a method of sampling immune cells in a liquid sample containing a mixture of red blood cells and immune cells can comprise the steps of: (A) introducing into the sample hollow or buoyant particles designed to bind RBCs, (B) either before or after step (A), introducing the liquid sample into an assay well of a microwell plate; (C) allowing the RBCs to float to a top surface of the liquid sample in the assay by virtue of the binding of the RBCs to the hollow or buoyant particles, the top surface lying above lower and middle regions of the assay well containing the WBCs; and (D) withdrawing with a sampling probe WBCs from the lower or middle regions of the assay well.
3. A third alternative method to separate cells in the microwell plate is to use gradient centrifugation to force multiple liquid layers to form in the sample in the microwells, with each layer containing different cell populations.
4. For all of the above different cell separation methods, after cell separation, the sampling probe descends to a specific layer containing cell/particle population(s) of interest and acquires the sample. The sampling probe can descend to a specific location of the well to sample only one layer or descend to multiple locations in the same well to sample different layers.
5. The sample probe can be just one single probe that descends to one or more locations to acquire one or more layers. An alternative way is to use multiple probes which descend to one or more locations to acquire samples from one or more layers.
6. The methods of this disclosure can be applied to any detection system, e.g. hematology analyzers, cell sorters, mass spectrometers, DNA/RNA analyzer, etc. The methodology of
One of the applications of the method of this disclosure is a miniaturized “clinical-trial-in-a-dish” application and expands a flow cytometer's capability to directly acquire/analyze a whole blood sample in a miniaturized format for immunology, immuno-oncology, immuno-toxicity, drug profiling studies, and similar research efforts. The method of this disclosure can be applied to any sampling of one or more particles of interest from a mixed sample in liquid containing RBCs or other uninteresting particles, such as liquid biopsy, cerebrospinal fluid (CSF), chorionic villus sample (CVS), amniotic fluid (AF), cyst fluid sample, bone marrow sample, etc. The mixed sample may be pre-stained with antibodies and other dyes and pre-mixed with different functional beads for simultaneous measurement of cytokines, growth factors, chemokines, hormones, and other biological factors or particles.
Claims
1. A method for automatic sampling of immune cells from a biological fluid sample deposited in a well of a microwell plate, the well having a wall, the biological fluid sample containing (1) red blood cells (RBCs) and (2) magnetic beads which are designed to bind to the RBCs in the sample, comprising the steps of:
- a) placing the microwell plate on a shaker having a magnetic adapter including at least one magnet, wherein the magnetic adapter is removably coupled to the shaker and the microwell plate is removably coupled to the magnetic adapter, wherein the magnet causes the RBCs bound to the magnetic beads to be held against the wall of the well, wherein a shield comprising a ferromagnetic material is affixed to a bottom surface of the magnetic adapter such that the shield does not directly contact the at least one magnet, wherein the shaker further comprises a sensor, and wherein the shield is configured to shield the sensor from a magnetic field created by the at least one magnet;
- b) shaking with the shaker the microwell plate in a manner and for a time period so as to suspend the immune cells in the biological fluid sample within a region of the well such that the immune cells are isolated from the RBCs held against the wall of the well; and
- c) lowering a sample probe into the well in the region of the well and withdrawing a portion of the sample containing the immune cells from the region.
2. The method of claim 1, wherein the magnetic adapter comprises a structure holding individual magnets, one for each well of the microwell plate, wherein the magnetic adapter is configured to fit onto an upper surface of the shaker and be sandwiched between the upper surface and the microwell plate, and wherein the magnets cause the RBCs to be held to a bottom wall or a side wall of the well.
3. The method of claim 1, wherein the biological fluid comprises whole blood.
4. The method of claim 1, wherein the biological fluid comprises a cyst fluid sample, amniotic fluid, a bone marrow sample, a cerebrospinal fluid sample, a liquid biopsy, or a chorionic villus sample.
5. The method of claim 1, wherein the sample probe is part of a flow cytometer, and wherein the method includes step d) of introducing the portion of the sample containing the immune cells into the flow cytometer.
6. The method of claim 1, wherein the sensor comprises a home position sensor.
7. The method of claim 1, wherein the shaking step comprises the step of operating the shaker in an eccentric rotation at a speed of between 100 rpm and 1500 rpm.
8. The method of claim 1, wherein the magnetic beads comprise magnetic or paramagnetic beads with an estimated size between 1 nm-50 μm, conjugated with a specific molecule that binds to a molecule expressed on the RBCs but not on the immune cells.
9. The method of claim 1, wherein in step a) and c) the shaker is in a non-shaking condition.
10. The method of claim 1, wherein the magnetic adapter including the at least one magnet is integrated into the shaker.
11. The method of claim 1, further comprising the step of placing a pierceable seal over the microwell plate prior to performing step a).
12. The method of claim 1, wherein the sample further includes in-well marker beads or in-well counting beads.
13. The method of claim 1, wherein the magnetic adapter includes at least one recessed pocket, and wherein each of the at least one recessed pocket includes a given magnet of the at least one magnet.
14. The method of claim 1, wherein in step a) the shaker operates in an eccentric rotation at a first speed, wherein in step c) the shaker operates in an eccentric rotation at a second speed, and wherein the second speed is greater than zero but less than the first speed.
15. The method of claim 1, wherein the shaker includes a first pair of locating pins projecting from an upper surface of a first corner of the shaker and configured to contact a first corner of the magnetic adapter, wherein the shaker includes a second pair of locating pins projecting from the upper surface of a second corner of the shaker and configured to contact a second corner of the magnetic adapter, and wherein the first pair of locating pins and the second pair of locating pins are computer-controlled to move into and out of a gripping position to grip the magnetic adapter to thereby hold the magnetic adapter in place.
16. The method of claim 15, wherein the first corner of the magnetic adapter is positioned diagonally opposite from the second corner of the magnetic adapter.
17. The method of claim 15, wherein a third corner of the magnetic adapter includes a first corner feature and a fourth corner of the magnetic adapter includes a second corner feature, wherein the third corner is diagonally opposite the fourth corner, and wherein the first corner feature and the second corner feature are designed to hold the mircrowell plate in place.
18. The method of claim 15, wherein the magnetic adapter includes a first pair of recesses configured to receive the first pair of locating pins, and wherein the magnetic adapter includes a second pair of recesses configured to receive the second pair of locating pins.
19. The method of claim 1, wherein a first side of the magnetic adapter includes a first resilient gripping skirt extending down from a bottom surface of the magnetic adapter, wherein a second side of the magnetic adapter includes a second resilient gripping skirt extending down from the bottom surface of the magnetic adapter, wherein a first side of the shaker includes a first recess configured to receive the first resilient gripping skirt of the magnetic adapter, and wherein a second side of the shaker includes a second recess configured to receive the second resilient gripping skirt of the magnetic adapter.
| 4702610 | October 27, 1987 | Reynolds, Jr. |
| 4910148 | March 20, 1990 | Sorensen |
| 6514415 | February 4, 2003 | Hatch et al. |
| 6605213 | August 12, 2003 | Ammann et al. |
| 6689615 | February 10, 2004 | Murto et al. |
| 6890487 | May 10, 2005 | Sklar et al. |
| 7569789 | August 4, 2009 | Hayenga et al. |
| 7764821 | July 27, 2010 | Coumans et al. |
| 8110393 | February 7, 2012 | Aparicio et al. |
| 8187886 | May 29, 2012 | Faustman et al. |
| 8906309 | December 9, 2014 | Krokenberger et al. |
| 9063044 | June 23, 2015 | Kao |
| 9618518 | April 11, 2017 | Fauconnier et al. |
| 9797917 | October 24, 2017 | Barnes et al. |
| 9897531 | February 20, 2018 | Andreev et al. |
| 10048191 | August 14, 2018 | Kennington |
| 10081793 | September 25, 2018 | Kokaji |
| 20020142288 | October 3, 2002 | Kaultkiewicz |
| 20110088491 | April 21, 2011 | Krueger |
| 20130122513 | May 16, 2013 | Petersson |
| 20130130280 | May 23, 2013 | Fauconnier |
| 20160011083 | January 14, 2016 | Barnes |
| 104111333 | October 2014 | CN |
| 0479448 | September 1991 | EP |
| 2732878 | May 2014 | EP |
| 3470141 | April 2019 | EP |
| 2010/060516 | March 2010 | JP |
| 1988/07199 | September 1988 | WO |
| 1992/05443 | April 1992 | WO |
| 2012010666 | January 2012 | WO |
- Teleshake Manual (Thermo Scientific Magnetic Shaker Operating Manual, Issue Mar. 2012, Downloaded from: https://www.manualslib.com/manual/2846421/Thermo-Scientific-Teleshake-1536-6.html), pp. 10 (Year: 2012).
- Gordon R, Hogan CE, Neal ML, Anantharam V, Kanthasamy AG, Kanthasamy A. A simple magnetic separation method for high-yield isolation of pure primary microglia. J Neurosci Methods. Jan. 15, 2011;194(2):287-96. Epub Nov. 11, 2010 (Year: 2011).
- Belly Dancer Shaker YouTube Video (YouTube video clip entitled “Stovall The Belly Dancer Shaker” uploaded on Feb. 7, 2019 by user “The Lab World Group”. Retrieved from Internet: <https://www.youtube.com/watch?v=wnwc8Znwaow> on Sep. 25, 2023) (Year: 2019).
- Screen captures from Belly Dancer Shaker YouTube Video (YouTube video clip entitled “Stovall The Belly Dancer Shaker”, 3 pages , uploaded on Feb. 7, 2019 by user “The Lab World Group”. Retrieved from Internet: <https://www.youtube.com/watch?v=wnwc8Znwaow> on Sep. 29, 2023) (Year: 2019).
- Tecan YouTube Video (YouTube video clip entitled “Magnetic bead separation with HydroFlex™ microplate washer,” uploaded on Jun. 18, 2012 by user “Tecan”. Retrieved from Internet: <https://www.youtube.com/watch?v=aGwZm1-GnPg> on Sep. 25, 2023) (Year: 2012).
- Screen captures from Tecan YouTube Video (YouTube video clip entitled “Magnetic bead separation with HydroFlex™ microplate washer,” 3 pages, uploaded on Jun. 18, 2012 by user “Tecan”. Retrieved from Internet: <https://www.youtube.com/watch?v=aGwZm1-GnPg> on Sep. 29, 2023) (Year: 2012).
- Miltenyi Biotec YouTube Video (YouTube video clip entitled “96-well flow cytometry analysis on the MACSQuant Analyzer,” uploaded on Apr. 15, 2015 by user “Miltenyi Biotec”. Retrieved from Internet: <https://www.youtube.com/watch?v=tFC_5GpL4tk> on Sep. 25, 2023) (Year: 2015).
- Screen captures from Miltenyi Biotec YouTube Video (YouTube video clip entitled “96-well flow cytometry analysis on the MACSQuant Analyzer,” uploaded on Apr. 15, 2015 by user “Miltenyi Biotec”. Retrieved from Internet: <https://www.youtube.com/watch?v=tFC_5GpL4tk> on Sep. 29, 2023) (Year: 2015).
- Thermo Scientific, Thermo Scientific Magnetic Stirrers, 2012, (16 pages). Downloaded from: https://www.thermofisher.com/document-connect/document-connect.html?url=https://assets.thermofisher.com/TFS-Assets%2FLED%2Fbrochures%2FD20897˜. pdf (Year: 2012).
- Shaker Tecan YouTube Video (YouTube video clip entitled “Keeping cells in suspension in a deep well plate on a shaker”, uploaded on Sep. 20, 2016 by user “Tecan”. Retrieved from Internet: <https://www.youtube.com/watch?v=m7rfSDwu1CQ> on Mar. 28, 2024) (Year: 2016).
- Screen captures from Shaker Tecan YouTube Video (YouTube video clip entitled “Keeping cells in suspension in a deep well plate on a shaker”, 3 pages, uploaded on Sep. 20, 2016 by user “Tecan”. Retrieved from Internet: <https://www.youtube.com/watch?v=m7rfSDwu1CQ> on Mar. 28, 2024) (Year: 2016).
- International Search Report and Written Opinion for PCT/US2021/043530 mailed Jan. 26, 2022.
- Brochure, Stemcell products EasySep direct (Nov. 2018), (2 pages).
- Web page https://www.stemcell.com/easyplate-magnet-fast-easy-cell-isolation-in-a-96-well-plate.html (2012), (7 pages).
- BioMag 96 well plate side pull separator.pdf (Mar. 12, 2013), (1 page).
- BioMag 96 well plate side plate separator.pdf (Mar. 12, 2013), (1 page).
- Web page https://www.stemcell.com/easysep-direct-cell-isolation, retrieved Jan. 3, 2024.
- Thermofisher https://www.thermofisher.com/us/en/home/life-science/cell-analysis/flow-cytometry/flow-cytometry-learning-center/flow-cytometry-resource-library/flow-cytometry-application-notes/no-wash-no-lyse-detection-leukocytes-human-whole-blood-attune-nxt-flow-cytometer.html, retrieved Jan. 3, 2024.
Type: Grant
Filed: Sep 1, 2020
Date of Patent: Oct 21, 2025
Patent Publication Number: 20220065879
Assignee: Sartorius BioAnalytical Instruments, Inc. (Bohemia, NY)
Inventors: Zhaoping Liu (Ann Arbor, MI), Stephen Barnes (Ann Arbor, MI), Dominique Perez (Ann Arbor, MI), Christopher Suski (Ann Arbor, MI)
Primary Examiner: Gregory S Emch
Assistant Examiner: Fernando Ivich
Application Number: 17/009,225
International Classification: G01N 35/00 (20060101); G01N 33/50 (20060101); G01N 35/10 (20060101);